# angeo.dev ## Posts - [AI Agent Checkout in Magento 2: Claude Places a Real Order via MCP](https://angeo.dev/ai-agent-checkout-in-magento-2-claude-places-a-real-order-via-mcp/): AI agents can already find products. But can they actually buy them — placing a real order in a live Magento 2 store, without browser automation or scraping? With angeo/module-mcp-checkout v1.0.0, the answer is yes. This post shows you the full flow, step by step, including a real order_number from a live demo store. Watch the full checkout flow How it works: architecture User (Claude.ai) ↓ MCP Client ↓ Magento MCP Endpoint ← Bearer auth + rate limiter ↓ Magento Service Layer ↓ Quote / Cart ↓ Order ✓ MCP call sequence Every checkout runs the following tool sequence. Each… - [How to Track AI Search Traffic in Magento 2](https://angeo.dev/track-ai-search-traffic-magento-2/): Last updated: July 2026. AI platform behavior changes frequently — referrer policies, crawler names, and feed protocols may have evolved since publication. Tracking AI search referrals in Magento 2 across GA4, Search Console, and server-side logs TL;DR — 2 minute version Since May 13, 2026, GA4 has a native “AI Assistant” channel that auto-detects ChatGPT, Gemini, and Claude referrals — no configuration needed, but it only catches sessions with an intact referrer ChatGPT still strips referrers on most link types — clicks from in-app browsers, mobile apps, and copy-paste still appear as Direct in GA4 Perplexity, Gemini, and Claude have… - [Hyvä Theme's Product Schema Gap: Real Microdata, No Product Entity](https://angeo.dev/hyva-theme-product-schema-gap/): Structured Data · Magento 2 · Hyvä Hyvä Theme’s Product Schema Gap: Real Microdata, No Product Entity Hyvä’s product template already renders price, currency, and availability as structured data. What it never renders is a Product to attach that data to — which weakens how reliably any machine-readable client can extract a coherent product from the page. Verified directly against the hyva-themes/magento2-default-theme GitHub repository (branch main), the official Hyvä changelog, and hyva.io — checked July 2026. Theme code changes over time; re-verify against your installed version before shipping. Hyvä’s price template emits real Offer microdata — but nothing wraps it… - [How We Took Magento AI Visibility from 20% to 86% (Case Study)](https://angeo.dev/magento-ai-visibility-case-study-20-to-86/): A live Magento 2 store went from a 20% to an 86% AEO score — and the first jump took under an hour. Here’s the exact sequence of changes, the full audit history, what we deliberately left untouched, and the one thing that quietly pulled the score back down. TL;DR A default Magento 2 install scored 20% (“Critical”) for AI visibility — generative search engines were effectively locked out. With free, open-source modules it reached 86% (“Excellent”), tracked across 33 audits. The first two fixes alone — done in well under an hour — moved it from 20% to 37%.… - [Adobe Commerce 2.4.7 End of Life: What the June 2028 Decommission Policy Means and Your Four Options](https://angeo.dev/adobe-commerce-2-4-7-end-of-life-options/): This guide reflects Adobe’s published lifecycle policy as of June 2026. License figures are independent third-party estimates — Adobe does not publish official pricing. Always verify dates against the Adobe Commerce Lifecycle policy and request a direct quote from Adobe before making budget decisions. TL;DR — the 2-minute version Adobe is enforcing version upgrades on Adobe Commerce on Cloud. If you run 2.4.7, the upgrade enforcement date is June 1, 2028 — after which Adobe may enforce decommissioning of environments still on that version (it reserves the right, rather than guaranteeing an automatic shutdown). Adobe Commerce 2.4.7 support ends in… - [Best Magento 2 UCP Modules Compared (2026): Discovery, Checkout & AI Agent Support](https://angeo.dev/magento-ucp-modules-compared/): What is a Magento 2 UCP module? A Magento 2 UCP module adds support for the Universal Commerce Protocol (UCP) — an open protocol that lets agentic commerce systems discover merchants, read catalog data, build carts, and complete purchases through standardized APIs. Magento 2 has no built-in UCP support, so the capability comes from a module. As of June 2026 there are four publicly available options: angeo/module-ucp (discovery-only, MIT), gtstudio/module-ucp (full checkout, BSL 1.1), mahesh-rajawat/module-agentic-ucp (broad coverage, MIT), and spyrosoft/magento2-google-ucp (proof of concept, Apache-2.0). UCP is an actively evolving protocol — module capabilities, naming, and the spec itself change frequently.… - [Magento AI Brand Visibility: Does ChatGPT Recommend Your Store?](https://angeo.dev/magento-2-ai-brand-visibility/) - [Magento SEO Audit 2026: The Complete 4-Layer Checklist (Including AI Search)](https://angeo.dev/magento-seo-audit-2026/): Tools and platform behavior change — verify current versions and Google guidelines as you work through this. TL;DR — what a 2026 Magento audit covers One useful way to structure a Magento audit in 2026 is across four practical layers: technical SEO, on-page SEO, performance, and — new in 2026 — AI search visibility (AEO) Most audit checklists stop at traditional SEO. That leaves a growing blind spot: whether AI assistants can find and recommend your store Traditional SEO tools (Screaming Frog, Lighthouse, Search Console) cover the first three layers well AI search visibility needs its own checks: robots.txt for… - [llms.txt for Magento 2: Free vs Paid Module Comparison (2026)](https://angeo.dev/llms-txt-magento-2-free-vs-paid-module-comparison/): TL;DR — skip to what you need Based on publicly available vendor offerings as of May 2026, we identified six Magento 2 llms.txt solutions we identified during research — one fully free and five commercial offerings Feature sets are more similar than vendor marketing suggests — the main differences are admin UI depth, pricing, and output format Does llms.txt improve Google rankings? No direct signal. The benefit is AI system understanding of your catalog. Which AI platforms read llms.txt? Perplexity has been one of the strongest public supporters of the llms.txt proposal. Others vary — details in the guide. Time… - [What Is UCP? A Store Owner's Guide to Google's Biggest Commerce Shift Since Shopping Ads](https://angeo.dev/what-is-ucp-for-store-owners/): UCP is an actively evolving protocol — capabilities, naming, and rollout status may change. Last verified against UCP spec version 2026-04-08. UCP connects your Magento catalog to AI agents across Google Search, Gemini, YouTube, and Gmail TL;DR — 2 minute version UCP (Universal Commerce Protocol) is an open standard that lets AI agents discover, browse, and transact with merchant backends Announced January 2026 at NRF, significantly expanded at Google Marketing Live on May 20, 2026 Google has announced UCP integration across AI Mode, Gemini, YouTube Shopping, and Gmail — rollout timing varies by surface and market Launch partners include Nike,… - [UCP Readiness Checklist for Magento 2: 10 Steps to AI Agent Commerce](https://angeo.dev/ucp-readiness-checklist-magento/): UCP is an actively evolving protocol — capabilities, naming, and merchant onboarding processes may change. This checklist reflects the state of the specification as of May 2026 (version 2026-04-08). We update this guide when the spec changes. 10 steps from default Magento 2 installation to UCP-ready AI agent commerce TL;DR — 2 minute version UCP readiness is not just installing a module — it requires AEO foundations first (robots.txt, llms.txt, schema, feed) Steps 1–4 are AEO foundations that also benefit Google Search, ChatGPT, and Perplexity visibility Steps 5–8 are UCP-specific: module installation, key generation, profile enablement, verification Steps 9–10 are… - [Shopify vs Magento for AI Commerce in 2026: Platform-Mediated vs Merchant-Controlled AEO](https://angeo.dev/shopify-vs-magento-ai-commerce-aeo-2026/): In March 2026, Shopify announced that its merchant ecosystem was positioned for default discovery inside ChatGPT via Agentic Storefronts — with no individual setup required from merchants. One week after reporting its fastest quarterly revenue growth in four years, the stock fell 16%. Both facts are true simultaneously. They describe where AI commerce actually sits in 2026: infrastructure that is genuinely transformative, deployed into a market uncertain whether the near-term economics hold. For merchants choosing between platforms — or managing existing Adobe Commerce / Magento 2 infrastructure — the question is narrower than the stock story: which architecture gives you… - [ACP vs UCP for Magento 2: Which Agentic Commerce Protocol Should You Implement First?](https://angeo.dev/acp-vs-ucp-for-magento-2/): TL;DR. The question “ACP or UCP” assumes you have to pick one — you don’t. OpenAI’s ACP shifted away from native checkout in March 2026 — it’s now a discovery and feed protocol. Google’s UCP is the live agentic-checkout standard — US-only early access in mid-2026. For Magento 2 merchants: ship the ACP feed first, prepare the UCP manifest second. Most groundwork is shared infrastructure — clean schema, accurate feeds, defined policies — and survives any protocol shift. Every Magento merchant we talk to in 2026 asks the same question in some form: “Should I build for ChatGPT or for… - [Magento 2 AI Product Description Generator](https://angeo.dev/magento-2-ai-product-description-generator/): Magento 2 AI Product Description Generator — Multi-Store, Open Source, Groq vs GPT-4.1 Benchmark angeo/module-ai-description-updater is an open-source Magento 2 module for bulk AI-powered product description generation across multiple store views and languages — supporting OpenAI, Anthropic Claude, Google Gemini, and Groq. It is free, MIT-licensed, and runs entirely via CLI without requiring an admin user. angeo/module-ai-description-updater — multi-store, open-source, MIT-licensed Contents Why existing tools fail multi-store setups The Angeo Multi-Store AI Content Framework Benchmark: Groq vs GPT-4.1 Why we made it free Installation and first run Key takeaways FAQ A client came to us with a Magento 2 store running… - [Adobe Commerce Pricing 2026 — Real Costs vs Magento Open Source](https://angeo.dev/adobe-commerce-pricing-2026/): Note on pricing data: Adobe Commerce does not publish official pricing. The figures in this article are based on publicly available partner reports, merchant community discussions, G2 and Clutch reviews, and agency experience. Actual pricing depends on your GMV, contract terms, and negotiation. Always request a direct quote from Adobe. Ranges are estimates, not official Adobe prices. See the source methodology section for full details. Last updated: May 2026. Adobe Commerce pricing structures and tier thresholds change — verify current figures with Adobe directly before making budget decisions. Adobe Commerce pricing breakdown 2026 — license, hosting, and hidden costs compared… - [Magento Product Descriptions in the Age of AI Search](https://angeo.dev/magento-product-descriptions-in-the-age-of-ai-search/): There’s a shift happening in e-commerce search that most Magento store owners haven’t noticed yet. When a customer types “best ergonomic office chair under €500” into Google, they get a list of blue links. When they ask the same question to ChatGPT or Perplexity, they get a curated answer — with specific product recommendations, comparisons, and sometimes direct links to stores. The stores that appear in those AI answers share one thing in common: rich, specific, well-structured product content. The stores that don’t? Most of them have descriptions that look like this: The content gap that’s costing you AI visibility… - [The Magento product description that AI can't read](https://angeo.dev/magento-product-description-invisible-ai-chatgpt/): You installed robots.txt rules for GPTBot and OAI-SearchBot. You generated llms.txt. You added Product schema. The AEO audit is mostly green. And ChatGPT still recommends your competitor. There is a good chance the problem is not in any of those signals. It is in your product page itself — and specifically in how Magento renders product content relative to what AI extraction systems actually process. The Magento product description that AI can’t read How your product page travels through an AI recommendation system Before fixing anything, it helps to understand what actually happens between a crawler visiting your store and… - [Why Your Magento Store Ranks in Google But Disappears in ChatGPT](https://angeo.dev/magento-ranks-google-invisible-chatgpt/): AEO · AI Search · Magento 2 Your Magento store is already doing everything right — for Google. Fast load times, clean structure, solid content, good rankings. But AI systems evaluate different signals. When someone asks ChatGPT for exactly what you sell, your store may not appear — not because your SEO is wrong, but because AI visibility requires an additional machine-readable layer that most Magento stores haven’t set up yet. TL;DR — 2 minute version Google ranks you. AI engines decide if you exist. SEO alone is not enough for AI visibility — AI systems still use web signals,… - [Magento 2 Product JSON-LD Schema for AI Search — 2026 Guide](https://angeo.dev/magento-2-product-schema-json-ld-ai-search/): TL;DR — 2 minute version Default Magento 2 outputs microdata — not JSON-LD. AI engines prefer JSON-LD. The single most common failure: offers.availability is missing — ChatGPT Shopping skips your product entirely. AI crawlers do not execute JavaScript — schema via GTM is invisible to OAI-SearchBot and PerplexityBot. Hyvä Theme has zero Product schema by default — neither microdata nor JSON-LD. This guide gives you the copy-paste fix, Magento-specific pitfalls, Hyvä solution, and a validation checklist. Your Magento store might rank on page one in Google — and still be invisible to ChatGPT, Gemini, and Perplexity. In most cases, the… - [Magento 2 AEO Guide 2026: How to Make Your Store Visible in ChatGPT, Gemini & Perplexity](https://angeo.dev/magento-2-aeo-guide/): TL;DR — 2 minute version Default Magento 2 scores ~25% on AEO — based on audits across 50+ stores — AI crawlers are blocked by default Three critical gaps: robots.txt blocks AI bots, no llms.txt, Product schema missing offers.availability Run bin/magento angeo:aeo:audit to see your exact score and what to fix Most stores reach 80%+ in 90 minutes with free open-source Composer modules ChatGPT Shopping registration is separate — apply at chatgpt.com/merchants You’ve optimized your Magento store for Google. But when a shopper asks ChatGPT “what’s a good cast iron pan under $80?” — your store isn’t in the answer.… - [How to Prepare Your Magento 2 Store for ChatGPT Shopping (ACP Feed + Data Requirements)](https://angeo.dev/magento-2-chatgpt-shopping-registration/): ChatGPT processes over 50 million shopping queries per day. Appearing in those results is not automatic for Magento stores — it requires a deliberate application process, a spec-compliant product feed, and passing OpenAI’s conformance checks. This guide walks through the entire process: from the pre-check that determines if your store is ready, to the application, to the ongoing cron setup that keeps your feed current. Shopify and Etsy merchants: have integrations, but visibility is not guaranteed. This guide is for Magento. How to Prepare Your Magento 2 Store for ChatGPT Shopping Before You Apply: The Pre-Check OpenAI’s conformance checks verify… - [How to Fix robots.txt for ChatGPT and Gemini in Magento 2](https://angeo.dev/magento-2-robots-txt-chatgpt-gemini-ai-bots/): Your sitemap is configured. Your Core Web Vitals score is green. Your product catalog is perfectly structured. And yet when a user asks ChatGPT for products you sell, your store doesn’t appear. Most of the time, the reason is a single file: robots.txt. Specifically — a robots.txt written for Google in 2019 and never updated for the AI crawlers that now determine your visibility in ChatGPT, Gemini, Claude, and Perplexity. In 2026, there are ten distinct AI bots across four platforms. Most Magento installations have explicit rules for zero of them. How to Fix robots.txt for ChatGPT and Gemini in… - [What is llms.jsonl and why eCommerce needs it](https://angeo.dev/what-is-llms-jsonl-and-why-ecommerce-needs-it/): AI assistants don’t read your website the way customers do. They need structured, machine-readable data — and that’s exactly what llms.jsonl provides. If you already know about llms.txt, think of llms.jsonl as its structured, data-rich sibling — purpose-built for eCommerce product catalogs. llms.json helps AI agents understand and optimize your eCommerce store for AI-driven search. What Is llms.jsonl? llms.jsonl stands for LLM-optimized Line-delimited JSON. It is a file format where each line contains a complete, self-contained JSON object representing a single entity — a product, a category, or a CMS page. Unlike a regular JSON array (which wraps everything in… - [How to generate llms.txt for Magento 2 in 5 minutes](https://angeo.dev/how-to-generate-llms-txt-for-magento-2-in-5-minutes/): AI assistants like ChatGPT, Claude, and Gemini are becoming product discovery channels. But unlike Google, they don’t crawl your store automatically — they need a structured file to understand what you sell. That file is llms.txt. And for Magento 2, you can generate it in under 5 minutes with a free open-source module. Here’s how. What Is llms.txt and Why Does Magento Need It? llms.txt is a plain-text Markdown file placed at your store root (e.g., https://yourstore.com/llms.txt). It tells AI systems what your store is, what categories you have, what products you sell, and what CMS pages exist — all… - [How to Check If Your Magento Store Is Visible to ChatGPT — Free AEO Audit Module](https://angeo.dev/magento-aeo-audit-module-chatgpt-visibility/): One CLI command that tells you exactly why ChatGPT and Gemini aren't recommending your Magento store — and how to fix it. Free, open-source, MIT licensed. - [SEO vs GEO vs AEO — Practical Differences for E-commerce](https://angeo.dev/seo-vs-geo-vs-aeo-practical-differences-for-e-commerce/): Search behavior is evolving from browsing to asking. Understanding the practical differences between SEO, GEO, and AEO is now essential for eCommerce brands entering the AI commerce era. Introduction: The New Alphabet of Digital Growth For two decades, eCommerce growth depended primarily on SEO. Today, customer discovery increasingly happens inside AI systems. SEO — Search Engine Optimization GEO — Generative Engine Optimization AEO — Answer Engine Optimization These are not interchangeable strategies. Each optimizes visibility for a different decision environment. — What Is SEO (Search Engine Optimization)? SEO optimizes websites to rank in search engine result pages. Primary Goal Increase… - [Why Your Store Is Invisible to ChatGPT — and How to Fix It](https://angeo.dev/why-your-store-is-invisible-to-chatgpt-and-how-to-fix-it/): Customers no longer search first — they ask AI. If your store isn’t visible to ChatGPT or AI assistants, you are already missing a new generation of high-intent customers. Here’s why it happens and how modern eCommerce brands are fixing it. The Shift Nobody in eCommerce Fully Realized Yet For more than two decades, online growth followed a predictable formula: SEO → Traffic → Conversion → Revenue Search engines were the gateway to customers. But in 2025–2026, behavior changed fundamentally. Users no longer search — they ask AI. Instead of browsing results, customers now request recommendations directly from AI assistants… - [SEO vs AEO: How Search Optimization and AI-Enhanced Optimization Are Changing Digital Marketing](https://angeo.dev/seo-vs-aeo-how-search-optimization-and-ai-enhanced-optimization-are-changing-digital-marketing/): SEO vs AEO: How Search Optimization and AI-Enhanced Optimization Are Changing Digital Marketing Learn the difference between SEO and AEO (AI-Enhanced Optimization) and how AI is transforming digital marketing, content optimization, and ecommerce strategies. In the modern digital world, where search traffic drives a large portion of website visits, SEO and AEO (AI-Enhanced Optimization) are becoming essential aspects of marketing. The emergence of AI and large language models (LLM) has changed the rules of the game. This article explains the difference between SEO and AEO and explores how AI is reshaping digital marketing and whether businesses should adopt it for… - [How to Prepare a Magento 2 Store for AI Search and Increase Ecommerce Sales](https://angeo.dev/how-to-prepare-a-magento-2-store-for-ai-search-and-increase-ecommerce-sales/): Product discovery is changing. Instead of relying solely on traditional search engines, more users are asking AI assistants to recommend products directly. For online stores, this creates a new source of traffic: AI recommendation traffic. Typical AI queries include: “Suggest a gift under 40€” “Find a minimalist accessory for everyday use” “What is a good affordable present?” AI systems analyze multiple sources and recommend specific products and stores. If your catalog is structured and accessible, your products can appear directly in these AI recommendations. Why This Matters for Ecommerce Businesses Traditional SEO works like this: User searches in Google Search… - [How LLMs and TXT Files Help eCommerce Businesses Attract More Clients](https://angeo.dev/how-llms-and-txt-files-help-ecommerce-businesses-attract-more-clients/): In the competitive world of eCommerce, attracting and converting potential customers is more challenging than ever. If you run a Magento 2 store, integrating LLMs (Large Language Models) with TXT/JSONL-based content workflows can significantly improve your lead generation, SEO visibility, and customer engagement. You can find a ready-to-use LLMs.txt Magento module on Packagist. AI-driven content automation for Magento 2 eCommerce growth Why Lead Generation in eCommerce Requires Smarter Content Modern customers expect personalized experiences, fast answers, and relevant product recommendations. Search engines reward websites that publish unique, high-quality, and optimized content. By combining LLMs with structured JSONL/TXT data exported from… - [The Future of eCommerce is Changing: How Artificial Intelligence and Agentic Commerce Protocol Are Transforming Online Shopping](https://angeo.dev/the-future-of-ecommerce-is-changing-how-artificial-intelligence-and-agentic-commerce-protocol-are-transforming-online-shopping/): The eCommerce industry is going through significant changes. New technologies, particularly artificial intelligence (AI) and innovative approaches like Agentic Commerce Protocol (ACP), are dramatically changing the customer experience and business processes in online retail. These technologies enable more personalized experiences for customers, automate many aspects of trade, and predict demand with unprecedented accuracy. How Artificial Intelligence is Changing the Customer Experience 1. Personalized Recommendations: Accuracy at a New Level Artificial Intelligence is actively used to create personalized product recommendations in online stores. Machine learning systems analyze customer behavior, previous purchases, and other factors to offer products that might interest them.… - [Migrating from Adobe Commerce (Cloud) to Magento Open Source: Is it worth it?](https://angeo.dev/migrating-from-adobe-commerce-cloud-to-magento-open-source-is-it-worth-it/): For many eCommerce businesses, Adobe Commerce (formerly Magento Enterprise/Cloud) has been the trusted platform for many years. It offers strong features, a stable base, and support from Adobe. However, things have changed. Over time, the license price has increased, and the platform has become less flexible for companies that want to grow, move faster, or customize their store freely and they used to use Magento. Because of this, many brands — small and mid‑size especially — have started to ask a simple but important question: 👉 Is it time to move to Magento Open Source? Why are more businesses thinking… - [How OpenAI’s Product Feed Can Improve Your Online Shopping Experience](https://angeo.dev/how-openais-product-feed-can-improve-your-online-shopping-experience/): In the ever-evolving world of online shopping, the experience you get from visiting a website can be significantly impacted by how well the store understands your preferences. You’ve probably noticed that some e-commerce platforms seem to know exactly what you’re looking for before you even type it in the search bar. This is thanks to technologies like AI (artificial intelligence), which power features like personalized product recommendations and smarter search results. One of the ways AI is transforming e-commerce is through product feeds—a system that helps stores better organize and display their products to match what you, as a shopper,… - [Agentic Commerce Protocol: The Next Evolution in E-Commerce](https://angeo.dev/agentic-commerce-protocol-the-next-evolution-in-e-commerce/): Turning conversations into conversions — and redefining how merchants connect with customers. E-commerce is shifting fast. Customers no longer limit their shopping to web stores or mobile apps — they chat with AI assistants, ask questions through smart devices, and expect instant, contextual shopping experiences. Enter Agentic Commerce Protocol (ACP) — a new OpenAI-led framework that allows AI agents, chat interfaces, and voice assistants to handle product discovery and purchasing directly, while merchants retain control of payments, fulfillment, and customer data. For Magento 2 developers, this marks a significant opportunity to extend your store’s reach beyond screens — bringing your… ## Pages - [How to Choose a Magento AI Agency: Evaluation Checklist](https://angeo.dev/magento-ai-agency/): How to Choose a Magento AI Agency: Definition, Evaluation Checklist & Red Flags A buyer’s guide for merchants evaluating AI-visibility partners for Magento 2 / Adobe Commerce. Written by a vendor in this category — the checklist below is the one we believe any provider, including us, should be held to. What is a Magento AI agency? A Magento AI agency makes Magento 2 and Adobe Commerce stores discoverable, citable, and purchasable inside AI systems — ChatGPT, Gemini, Claude, Perplexity — through Answer Engine Optimization (AEO), structured data engineering, and agentic commerce protocols (ACP, UCP, MCP). It is an engineering… - [AI Visibility for B2B Magento Stores & Agent Procurement](https://angeo.dev/magento-b2b-ai-visibility/): AI Visibility for B2B Magento Stores: When the Buyer Is an Agent, Not a Person Last verified July 2026. Agentic-commerce protocols and AI procurement behavior are early and moving fast — treat specifics as a snapshot and verify current spec versions before implementation. TL;DR — 2 minute version Magento B2B AI visibility matters more than any consumer vertical: agentic commerce arrives here with the most force: procurement is repetitive, spec-driven, and increasingly delegated to AI assistants that shortlist suppliers. Magento’s B2B feature set (company accounts, shared catalogs, negotiable quotes, tiered pricing) is powerful — but almost none of it is… - [Magento LLMO (LLM Optimization): Definition & Practice](https://angeo.dev/magento-llmo/): Magento LLMO (LLM Optimization) — Definition & Practice TL;DR Magento LLMO is optimizing a Magento 2 store for how large language models ingest, represent, and retrieve its data — so the store exists correctly inside the model’s and its retrieval layer’s understanding. It’s one of three near-synonymous terms (AEO, GEO, LLMO) for the same underlying discipline. Canonical definition Magento LLMO (Large Language Model Optimization) is the set of technical practices that make a Magento 2 or Adobe Commerce store’s catalog accurately ingestible by large language models and their retrieval systems: crawler access for LLM providers, LLM-specific content maps (llms.txt, llms.jsonl),… - [Magento GEO Agency — Generative Engine Optimization](https://angeo.dev/magento-geo-agency/): Magento GEO Agency — Generative Engine Optimization for Magento 2 Canonical definition Magento GEO (Generative Engine Optimization) is the practice of optimizing a Magento 2 or Adobe Commerce store so that generative AI engines — ChatGPT, Gemini, Claude, Perplexity — include, cite, and recommend its products inside generated answers. Where SEO targets a ranked list of links, GEO targets inclusion in a synthesized answer that typically names only one or two stores. GEO vs SEO for a Magento store SEO GEO Unit of competition Rankings Recommendations Primary signals Keywords, backlinks Entities, citations, structured data Output Position on a results page… - [MCP Checkout for Magento 2 — Connect Claude, ChatGPT & Perplexity](https://angeo.dev/docs/mcp-checkout/): Angeo MCP Checkout turns a Magento 2 / Adobe Commerce store into a conversational storefront. An AI assistant can search your catalogue, build a cart, calculate real shipping rates, and place an order — all in natural language, and always with the shopper’s explicit confirmation. It is built on the Model Context Protocol (MCP), an open standard. The same endpoint works with Claude, ChatGPT, Perplexity, Grok, and Mistral Le Chat. On this page What it does Available tools Connecting your AI assistant Using it — example prompts Installing on your store Safety & how orders are protected Privacy Troubleshooting What… - [Docs](https://angeo.dev/docs/): Documentation MCP Checkout — conversational shopping and checkout for Magento - [Privacy Policy — Angeo MCP Checkout](https://angeo.dev/privacy-mcp/): Last updated: 11 July 2026 This Privacy Policy explains how the Angeo MCP Checkout connector (“the Connector”, “we”, “us”) handles data when it is used through an AI assistant such as Claude. It applies to the Model Context Protocol (MCP) endpoint operated at mcp.angeo.dev and to the open-source module angeo/module-mcp-checkout when connected to an AI assistant. 1. Who we are The Connector is operated by Angeo (angeo.dev), based in the Netherlands. Angeo is the data controller for the limited operational data described in section 5. For questions about this policy or your data, contact us at info@angeo.dev. 2. What data… - [AI Commerce Stack](https://angeo.dev/ai-commerce-stack-definition/): Canonical definition AI Commerce Stack — Definition TL;DR: The AI Commerce Stack is the layered set of systems that make a store discoverable, interpretable, selectable, and transactable by AI — from structured data at the base to AI-driven transactions at the top. Canonical definition The AI Commerce Stack is the layered set of technical systems that make an ecommerce catalog discoverable, interpretable, selectable, and transactable by AI: structured data, Magento AEO, AI Commerce Visibility, agentic commerce protocols (ACP and UCP), and AI-driven transactions. Each layer depends on the one below it. Why the AI Commerce Stack exists Traditional SEO explains… - [AI Commerce Visibility — Definition](https://angeo.dev/ai-commerce-visibility-definition/): Canonical definition AI Commerce Visibility — Definition TL;DR: Unlike SEO rankings, AI Commerce Visibility determines whether a store is selected at all inside an AI-generated product recommendation in ChatGPT, Perplexity, or Gemini. Canonical definition AI Commerce Visibility refers to how easily artificial intelligence systems can discover, understand, trust, and recommend an ecommerce store or product catalog in conversational search environments. Where AI Commerce Visibility applies ChatGPT Shopping responses Perplexity product recommendations Google AI Overviews Gemini conversational commerce Voice assistants and agentic shopping systems The four signal layers Visibility signals are easiest to reason about as four distinct layers, rather than… - [Agentic Commerce Protocol (ACP & UCP) — Definition](https://angeo.dev/agentic-commerce-protocol-definition/): Canonical definition Agentic Commerce Protocol (ACP & UCP) — Definition TL;DR: Agentic commerce protocols let AI agents browse catalogs, build carts, and complete purchases directly from ecommerce systems. ACP is the OpenAI + Stripe standard behind ChatGPT Instant Checkout; UCP is a separate Google-backed standard for Search AI Mode and Gemini. Canonical definition An agentic commerce protocol is a communication standard that enables AI agents to interact directly with ecommerce platforms — to discover products, build carts, and execute transactions — without traditional storefront navigation, while the business remains the merchant of record. The two protocols (and who maintains them)… - [Magento AEO (Answer Engine Optimization) — Definition](https://angeo.dev/magento-aeo-definition/): Canonical definition Magento AEO (Answer Engine Optimization) — Definition TL;DR: Magento AEO is the process of optimizing Magento 2 stores so AI systems like ChatGPT, Perplexity, Claude, and Google AI Overviews can understand, extract, and recommend products and store data directly inside answers. Canonical definition Magento AEO (Answer Engine Optimization) is the set of technical and content practices that make a Magento 2 store readable, structured, and retrievable by AI answer engines such as ChatGPT, Perplexity, Claude, and Gemini. What Magento AEO includes Structured product data (JSON-LD, schema.org Product & Offer) AI crawler accessibility (OpenAI crawlers GPTBot & OAI-SearchBot, plus… - [Magento Agentic Commerce Hub 2026](https://angeo.dev/magento-agentic-commerce-hub/): angeo.dev / Magento AEO / Agentic Commerce Hub Magento 2 & Adobe Commerce ACP · UCP · AP2 Open-source modules Updated June 2026 Magento Agentic Commerce Hub 2026 ACP · UCP · multi-protocol readiness · AI attribution — the complete resource for Adobe Commerce merchants entering AI-agent-mediated shopping. By Ievgenii Gryshkun  ·  June 2026  ·  15 min read Run free AEO audit → Jump to setup Protocols and platform status change. Verify current spec versions before implementation. Reflects ACP, UCP, and AP2 as of June 2026. Default Magento 2 install ~25% ✗ AI crawlers blocked by default ✗ No llms.txt… - [Contact](https://angeo.dev/contact/): Contact — Magento 2 AEO Agency Contact our Magento 2 AEO agency angeo.dev is a Magento 2 AEO agency that makes ecommerce stores visible in ChatGPT (OpenAI), Gemini (Google), Claude (Anthropic), and Perplexity. Whether you need a quick AEO audit, ongoing monitoring, or a full Magento 2 build, tell us about your store and we’ll reply within 24 hours with a concrete next step — not a sales pitch. AEO Audit Not sure where you stand? Start with the free self-assessment or book a full AI Commerce Audit. AEO Implementation Done-for-you setup of all signals. See AI Commerce Optimization. AEO… - [Merchant-Controlled AEO: The Architectural Alternative to Platform-Mediated AI Commerce](https://angeo.dev/merchant-controlled-aeo/): Last updated: May 26, 2026 Merchant-Controlled AEO The architectural alternative to platform-mediated AI commerce. In 2026, AI engines became the discovery layer for commerce. ChatGPT Shopping, Microsoft Copilot, Google AI Mode, Gemini, and Perplexity now sit between catalogs and customers. Two architectures compete for that layer: Platform-mediated AI distribution — the platform (Shopify, via Agentic Storefronts) handles AI channel relationships on the merchant’s behalf. Fast. Opaque. Merchant-Controlled AEO — the merchant owns and audits every signal between the catalog and the AI layer. Slower to set up. Inspectable. Portable. This page is the pillar reference for Merchant-Controlled AEO: definition, six… - [About](https://angeo.dev/about/): Ievgenii Gryshkun Magento 2 Engineer & Founder, angeo.dev — working with Magento since 2015 LinkedIn GitHub Packagist info@angeo.dev Background I’m a full-stack Magento 2 engineer with over 10 years building, optimising, and migrating Magento and Adobe Commerce stores. Over that time I’ve worked across the full stack — custom module development, Hyvä Theme implementations, Adobe Commerce Cloud integrations, performance engineering, and complex third-party integrations. I like infrastructure problems that sit below the UI layer — the things users never see directly but that determine whether systems can discover, trust, and transact with your store correctly. That’s what drew me to… - [Magento AEO](https://angeo.dev/magento-aeo/): Why Magento requires explicit AEO configuration: platforms like Shopify have platform-level AI commerce infrastructure — merchants get default syndication through partnership agreements. Magento merchants own their stack, which means full control and full responsibility. Every AI visibility signal must be configured deliberately. Default Magento 2 install Low AEO score out of the box AI crawlers often blocked by default No llms.txt Product schema incomplete No AI product feed With the Angeo AEO suite Strong AEO score across measured signals All major AI bots allowed llms.txt auto-generated offers.availability live ACP feed validated Based on sampled store audits · most stores significantly… - [Home](https://angeo.dev/): angeo.dev Free Audit Services Magento AEO Packages Blog Talk to Us AEO — AI Engine Optimization for Magento 2 Your Magento store is invisible to ChatGPT. We fix that. AEO audits, full-stack Magento 2 development, and open-source AI commerce modules. We help ecommerce teams become visible, trusted, and purchasable in AI search. Run Free AEO Audit Discuss Your Project Default Magento 25% AEO score out-of-box After Angeo Suite 87%+ Typical implementation result ChatGPT queries ~50M Shopping searches per day Open-source modules 9 Free, MIT licensed Claude Partner Network — Registered Angeo is a member of the Anthropic Claude Partner Network… - [Free Magento 2 AEO Audit — Is Your Store Visible to ChatGPT?](https://angeo.dev/ai-magento-audit/): Free AEO Audit Is Your Magento Store Visible to ChatGPT & Gemini? Check the signals AI search engines use to discover, index, and recommend your store. Get a scored report with specific fixes in 2 minutes. Run Free Self-Assessment → CLI Module Free · No signup · Open-source CLI on Packagist From a low AEO score to a strong one — in about 90 minutes Typical result for a mid-size Magento 2 store. Based on audits across 50+ stores ranging from 500 to 50,000 SKUs. Before — default install Low robots.txt blocks AI bots llms.txt missing Product schema incomplete No… - [AI Commerce Audit](https://angeo.dev/ai-commerce-audit/): AI Commerce Audit Full AI Visibility Audit for Your Ecommerce Store A 3-week professional audit: technical AI-visibility analysis, a scored PDF report with a prioritised roadmap, and a strategy walkthrough session. Book Audit Call → Free Self-Assessment First For Magento · Adobe Commerce · Shopify Plus · B2B platforms What the Audit Covers Eight signal categories, spanning the 15-signal AEO framework — evaluated against how ChatGPT, Gemini, Perplexity, and Claude index and recommend stores. AI Bot Access (robots.txt) Whether GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, and Google-Extended can crawl your store, or are blocked by default. llms.txt — AI Content Map Presence,… - [AI Commerce Optimization | Make Your Ecommerce Store Visible in AI Search](https://angeo.dev/ai-commerce-optimization/): AI Commerce Optimization Make Your Ecommerce Store Visible to ChatGPT, Gemini & Perplexity AI is replacing traditional search. Stores that AI cannot read are already losing discovery, traffic, and revenue. We fix that. Book AI Commerce Audit → Free Self-Assessment For Magento & Adobe Commerce · Open-source modules on Packagist Search Has Changed. Has Your Store? AI assistants now control product discovery for millions of buyers. They don’t show a list of links — they pick a winner and recommend it directly. When a user asks ChatGPT “best running shoes under €120” — it recommends one or two stores. Not… - [Blog](https://angeo.dev/blog/) - [Privacy Policy](https://angeo.dev/privacy-policy/): Last updated: April 20, 2026 1. Who we are This website, angeo.dev, is operated by: Ievgenii Gryshkun Netherlands info@angeo.dev For the purposes of the General Data Protection Regulation (GDPR), Ievgenii Gryshkun is the data controller responsible for your personal data. 2. What data we collect We collect only the data you voluntarily provide: Contact form — name, email address, store URL, and message content when you submit the contact form. Newsletter subscription — email address when you subscribe to our blog updates. Brevo also records your IP address and the date of sign-up as proof of consent. Technical data —… ## Optional - [Agent (MCP protocol)](websites-agents.hostinger.com/angeo.dev/mcp) [comment]: # (Generated by Hostinger Tools Plugin)